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Consider the problem of maximizing the probability of stopping with one of the two highest values in a Bernoulli random walk with arbitrary parameter and finite time horizon . Allaart \cite{Allaart} proved that the optimal strategy is determined by an interesting sequence of constants . He conjectured the asymptotic behavior to be . In this work the best lower bound for this sequence is found and more of its properties are proven towards solving the conjecture.

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